Liu, Haoyang

12 publications

ICLR 2025 Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming Haoyang Liu, Jie Wang, Zijie Geng, Xijun Li, Yuxuan Zong, Fangzhou Zhu, Jianye Hao, Feng Wu

CPAL 2025 Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu, Aditya Singh, Yijiang Li, Haohan Wang

ICCV 2025 Dataset Distillation via the Wasserstein Metric Haoyang Liu, Yijiang Li, Tiancheng Xing, Peiran Wang, Vibhu Dalal, Luwei Li, Jingrui He, Haohan Wang

NeurIPS 2025 OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling Haoyang Liu, Jie Wang, Yuyang Cai, Xiongwei Han, Yufei Kuang, Jianye Hao

NeurIPS 2025 RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction Across Domains Tianle Pu, Zijie Geng, Haoyang Liu, Shixuan Liu, Jie Wang, Li Zeng, Chao Chen, Changjun Fan

NeurIPS 2025 SymMaP: Improving Computational Efficiency in Linear Solvers Through Symbolic Preconditioning Hong Wang, Jie Wang, Minghao Ma, Haoran Shao, Haoyang Liu

AAAI 2025 Towards Adversarially Robust Dataset Distillation by Curvature Regularization Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang

ICML 2024 Accelerating PDE Data Generation via Differential Operator Action in Solution Space Huanshuo Dong, Hong Wang, Haoyang Liu, Jian Luo, Jie Wang

IJCAI 2024 Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition Haoyang Liu, Yaojin Lin, Peipei Li, Jun Hu, Xuegang Hu

ICLR 2024 Foundation Model-Oriented Robustness: Robust Image Model Evaluation with Pretrained Models Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang

NeurIPS 2024 MILP-StuDio: MILP Instance Generation via Block Structure Decomposition Haoyang Liu, Jie Wang, Wanbo Zhang, Zijie Geng, Yufei Kuang, Xijun Li, Yongdong Zhang, Bin Li, Feng Wu

ICLR 2024 Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework Yufei Kuang, Jie Wang, Haoyang Liu, Fangzhou Zhu, Xijun Li, Jia Zeng, Jianye Hao, Bin Li, Feng Wu